Environmental group identification for upland rice production in central Brazil.

Detalhes bibliográficos
Autor(a) principal: HEINEMANN, A. B.
Data de Publicação: 2011
Outros Autores: SENTELHAS, P. C.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
Texto Completo: http://www.alice.cnptia.embrapa.br/alice/handle/doc/897493
Resumo: Upland rice (Oryza sativa L.) production is basically concentrated in four central Brazilian States, Mato Grosso, Goiás, Rondônia and Tocantins. To reduce the genotype and environment (G × E) interactions, the classification of environment groups was proposed. The goal of this study explores possibilities to adjust the upland rice regional breeding systems to optimally fit to the range of environments they are targeting, based on a historical yield data set of the Brazilian Geographic and Statistics Institute (IBGE, www.ibge.gov.br/home/) from 54 microregions. The specific objectives of this study were: (i) to identify and classify environmental groups in the Brazilian upland rice production area; (ii) to validate these environmental groups using yield data set from the upland rice multi-trial experiments (MTEs); (iii) and to identify the most representative site for each environmental group. For this the historical upland rice yield data from 54 microregions were detrented from the effects of technological advances and adjusted to the reference year, 2006. The adjusted yield data were used to build a matrix, which was submitted to a cluster analysis allowing the identification of three different environmental groups. These groups were classified as: highly favorable environment (HFE); favorable environment (FE); and less favorable environment (LFE). The HFE is less affected by inter-annual rainfall variability than the other two groups. The upland rice breeding programs must take into account the differences among the environmental groups to conduct their trials and suggest genotypes for the upland production area.
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spelling Environmental group identification for upland rice production in central Brazil.Breading programEnvironment classificationArrozOryza sativaAnálise estatísticaYieldsCluster analysisUpland rice (Oryza sativa L.) production is basically concentrated in four central Brazilian States, Mato Grosso, Goiás, Rondônia and Tocantins. To reduce the genotype and environment (G × E) interactions, the classification of environment groups was proposed. The goal of this study explores possibilities to adjust the upland rice regional breeding systems to optimally fit to the range of environments they are targeting, based on a historical yield data set of the Brazilian Geographic and Statistics Institute (IBGE, www.ibge.gov.br/home/) from 54 microregions. The specific objectives of this study were: (i) to identify and classify environmental groups in the Brazilian upland rice production area; (ii) to validate these environmental groups using yield data set from the upland rice multi-trial experiments (MTEs); (iii) and to identify the most representative site for each environmental group. For this the historical upland rice yield data from 54 microregions were detrented from the effects of technological advances and adjusted to the reference year, 2006. The adjusted yield data were used to build a matrix, which was submitted to a cluster analysis allowing the identification of three different environmental groups. These groups were classified as: highly favorable environment (HFE); favorable environment (FE); and less favorable environment (LFE). The HFE is less affected by inter-annual rainfall variability than the other two groups. The upland rice breeding programs must take into account the differences among the environmental groups to conduct their trials and suggest genotypes for the upland production area.ALEXANDRE BRYAN HEINEMANN, CNPAF; PAULO CESAR SENTELHAS, ESALQ.HEINEMANN, A. B.SENTELHAS, P. C.2011-08-08T11:11:11Z2011-08-08T11:11:11Z2011-08-08T11:11:11Z2011-08-0820112011-08-08T11:11:11Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleScientia Agricola, Piracicaba, v. 68, n. 5, p. 540-547, set./out. 2011.http://www.alice.cnptia.embrapa.br/alice/handle/doc/897493enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPA2017-08-15T23:02:14Zoai:www.alice.cnptia.embrapa.br:doc/897493Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestopendoar:21542017-08-15T23:02:14falseRepositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542017-08-15T23:02:14Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false
dc.title.none.fl_str_mv Environmental group identification for upland rice production in central Brazil.
title Environmental group identification for upland rice production in central Brazil.
spellingShingle Environmental group identification for upland rice production in central Brazil.
HEINEMANN, A. B.
Breading program
Environment classification
Arroz
Oryza sativa
Análise estatística
Yields
Cluster analysis
title_short Environmental group identification for upland rice production in central Brazil.
title_full Environmental group identification for upland rice production in central Brazil.
title_fullStr Environmental group identification for upland rice production in central Brazil.
title_full_unstemmed Environmental group identification for upland rice production in central Brazil.
title_sort Environmental group identification for upland rice production in central Brazil.
author HEINEMANN, A. B.
author_facet HEINEMANN, A. B.
SENTELHAS, P. C.
author_role author
author2 SENTELHAS, P. C.
author2_role author
dc.contributor.none.fl_str_mv ALEXANDRE BRYAN HEINEMANN, CNPAF; PAULO CESAR SENTELHAS, ESALQ.
dc.contributor.author.fl_str_mv HEINEMANN, A. B.
SENTELHAS, P. C.
dc.subject.por.fl_str_mv Breading program
Environment classification
Arroz
Oryza sativa
Análise estatística
Yields
Cluster analysis
topic Breading program
Environment classification
Arroz
Oryza sativa
Análise estatística
Yields
Cluster analysis
description Upland rice (Oryza sativa L.) production is basically concentrated in four central Brazilian States, Mato Grosso, Goiás, Rondônia and Tocantins. To reduce the genotype and environment (G × E) interactions, the classification of environment groups was proposed. The goal of this study explores possibilities to adjust the upland rice regional breeding systems to optimally fit to the range of environments they are targeting, based on a historical yield data set of the Brazilian Geographic and Statistics Institute (IBGE, www.ibge.gov.br/home/) from 54 microregions. The specific objectives of this study were: (i) to identify and classify environmental groups in the Brazilian upland rice production area; (ii) to validate these environmental groups using yield data set from the upland rice multi-trial experiments (MTEs); (iii) and to identify the most representative site for each environmental group. For this the historical upland rice yield data from 54 microregions were detrented from the effects of technological advances and adjusted to the reference year, 2006. The adjusted yield data were used to build a matrix, which was submitted to a cluster analysis allowing the identification of three different environmental groups. These groups were classified as: highly favorable environment (HFE); favorable environment (FE); and less favorable environment (LFE). The HFE is less affected by inter-annual rainfall variability than the other two groups. The upland rice breeding programs must take into account the differences among the environmental groups to conduct their trials and suggest genotypes for the upland production area.
publishDate 2011
dc.date.none.fl_str_mv 2011-08-08T11:11:11Z
2011-08-08T11:11:11Z
2011-08-08T11:11:11Z
2011-08-08
2011
2011-08-08T11:11:11Z
dc.type.driver.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv Scientia Agricola, Piracicaba, v. 68, n. 5, p. 540-547, set./out. 2011.
http://www.alice.cnptia.embrapa.br/alice/handle/doc/897493
identifier_str_mv Scientia Agricola, Piracicaba, v. 68, n. 5, p. 540-547, set./out. 2011.
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/897493
dc.language.iso.fl_str_mv eng
language eng
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repository.name.fl_str_mv Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
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